{
  "source_file": "0930",
  "source_platform": "Dev.to",
  "author": "Julien Simon",
  "title_listed": "Judging AFM-4.5B with DeepSeek-R1 670B",
  "keywords": "",
  "domain": "大模型算法",
  "content_type": "深度技术解析",
  "is_paid_flag": "否",
  "url": "https://dev.to/juliensimon/judging-afm-45b-with-deepseek-r1-670b-1mkm",
  "publish_date": "2025-07-03",
  "corpus_stage": "",
  "notes": "",
  "id": "ed724e495a06",
  "collected_at": "2026-10-02T13:54:56",
  "title": "Judging AFM-4.5B with DeepSeek-R1 670B - DEV Community",
  "body_markdown": "In this fun demonstration, you can witness the impressive capabilities of Arcee AI’s AFM-4.5B-Preview, Arcee’s first foundation model, across diverse domains. The demo showcases the model tackling complex knowledge questions, creating sophisticated creative writing, and addressing specialized domain-specific applications in healthcare, finance, technology, and education.\nEach response is independently evaluated by DeepSeek-R1 670B, providing expert assessment of answer quality. Will this small preview model be up to the task? Hey, what do you think? 😃",
  "metadata": {
    "title": "Judging AFM-4.5B with DeepSeek-R1 670B - DEV Community",
    "description": "In this fun demonstration, you can witness the impressive capabilities of Arcee AI’s... Tagged with ai, slm, datascience, llm.",
    "keywords": "ai, slm, datascience, llm, software, coding, development, engineering, inclusive, community",
    "author": null,
    "og:type": "article",
    "og:url": "https://dev.to/juliensimon/judging-afm-45b-with-deepseek-r1-670b-1mkm",
    "og:title": "Judging AFM-4.5B with DeepSeek-R1 670B",
    "og:description": "In this fun demonstration, you can witness the impressive capabilities of Arcee AI’s...",
    "og:site_name": "DEV Community",
    "og:image": "https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjexozsjveih7fdmituqp.png",
    "twitter:site": "@thepracticaldev",
    "twitter:creator": "@julsimon",
    "twitter:title": "Judging AFM-4.5B with DeepSeek-R1 670B",
    "twitter:description": "In this fun demonstration, you can witness the impressive capabilities of Arcee AI’s...",
    "twitter:card": "summary_large_image",
    "twitter:widgets:new-embed-design": "on",
    "twitter:image:src": "https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjexozsjveih7fdmituqp.png"
  },
  "paywall": {
    "listed_paid": false,
    "detected": false,
    "marker": "",
    "public_only": false,
    "policy": "付费/会员内容只保留页面公开可见部分，不绕过付费墙"
  },
  "crawl": {
    "success": true,
    "status_code": 200,
    "error": ""
  },
  "code_blocks": [],
  "images": [
    {
      "status": "ok",
      "url": "https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjua4a911jz8ieujj4y71.png",
      "bytes": 267604,
      "reused": true,
      "local_path": "attachments/ed724e495a06/images/001.png",
      "src": "https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjua4a911jz8ieujj4y71.png",
      "alt": "",
      "downloaded": true
    }
  ],
  "audio": [],
  "videos": [
    {
      "url": "https://www.youtube.com/watch?v=08rJPMYlTGg",
      "src": "https://www.youtube.com/embed/08rJPMYlTGg",
      "status": "ok",
      "kind": "single_video",
      "local_path": "attachments/ed724e495a06/videos/repair-08rJPMYlTGg.mp4",
      "bytes": 117334902,
      "valid": true,
      "height": 1080,
      "width": 1920,
      "duration": "784.761000",
      "reused": false
    }
  ],
  "links": [
    {
      "href": "https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjua4a911jz8ieujj4y71.png",
      "label": "",
      "type": "a"
    },
    {
      "href": "https://www.youtube.com/embed/08rJPMYlTGg",
      "label": "",
      "type": "iframe"
    }
  ],
  "repair_version": 2,
  "repaired_at": "2026-10-14T10:49:01Z",
  "source_url": "https://dev.to/juliensimon/judging-afm-45b-with-deepseek-r1-670b-1mkm",
  "papers": [],
  "actual_video_files": [],
  "body_chars": 557,
  "expected_body_images": 1,
  "discovery_status": "ok",
  "delivery_status": "ok",
  "missing_reason": "",
  "raw_html": "attachments/ed724e495a06/pages/source.html",
  "local_html": "attachments/ed724e495a06/pages/article.html",
  "body_base_path": "attachments/ed724e495a06/pages/",
  "body_markdown_path": "attachments/ed724e495a06/pages/article.md"
}